Triple
T13810414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ralph Darlington |
E331872
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
British Universities Industrial Relations Association
The British Universities Industrial Relations Association is a UK-based scholarly organization that brings together academics and practitioners to advance research and dialogue on work, employment, and industrial relations.
|
E1062141
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: British Universities Industrial Relations Association | Statement: [Ralph Darlington, memberOf, British Universities Industrial Relations Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: British Universities Industrial Relations Association Context triple: [Ralph Darlington, memberOf, British Universities Industrial Relations Association]
-
A.
Institute of Labour Studies
The Institute of Labour Studies is an academic center at Lumière University Lyon 2 specializing in research and education on work, employment, and labor relations.
-
B.
Council of the University of Birmingham
The Council of the University of Birmingham is the institution’s supreme governing body responsible for its strategic direction, financial oversight, and overall governance.
-
C.
Centre for Welfare and Labour Research
The Centre for Welfare and Labour Research is a research faculty at OsloMet – Oslo Metropolitan University that focuses on welfare policy, social conditions, and labour market issues.
-
D.
Institute for Social and Economic Research
The Institute for Social and Economic Research is a leading UK social science research institute at the University of Essex, best known for running major longitudinal household studies and informing public policy on social and economic issues.
-
E.
International Association of Universities
The International Association of Universities is a global higher education organization that brings together universities and other institutions worldwide to collaborate on academic, research, and policy issues.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: British Universities Industrial Relations Association Triple: [Ralph Darlington, memberOf, British Universities Industrial Relations Association]
Generated description
The British Universities Industrial Relations Association is a UK-based scholarly organization that brings together academics and practitioners to advance research and dialogue on work, employment, and industrial relations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: British Universities Industrial Relations Association Target entity description: The British Universities Industrial Relations Association is a UK-based scholarly organization that brings together academics and practitioners to advance research and dialogue on work, employment, and industrial relations.
-
A.
Institute of Labour Studies
The Institute of Labour Studies is an academic center at Lumière University Lyon 2 specializing in research and education on work, employment, and labor relations.
-
B.
Council of the University of Birmingham
The Council of the University of Birmingham is the institution’s supreme governing body responsible for its strategic direction, financial oversight, and overall governance.
-
C.
Centre for Welfare and Labour Research
The Centre for Welfare and Labour Research is a research faculty at OsloMet – Oslo Metropolitan University that focuses on welfare policy, social conditions, and labour market issues.
-
D.
Institute for Social and Economic Research
The Institute for Social and Economic Research is a leading UK social science research institute at the University of Essex, best known for running major longitudinal household studies and informing public policy on social and economic issues.
-
E.
International Association of Universities
The International Association of Universities is a global higher education organization that brings together universities and other institutions worldwide to collaborate on academic, research, and policy issues.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d81c59f8808190a851bc56afdc55e9 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de026ff6b481908066d6bf27064417 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b09161108190abbd97a30af9ab49 |
completed | May 3, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69f7b138fda88190b2b7ffb51ce02a40 |
completed | May 3, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b28ca218819097fc35042d3b278a |
completed | May 3, 2026, 8:39 p.m. |
Created at: April 9, 2026, 10:12 p.m.